| 1999 | "Thermodynamics" from Time Series Data Analysis. Hiroshi H. Hasegawa, Takashi Washio, Yukari Ishimiya |
| 1999 | A Definition of Discovery in Terms of Generalized Descriptional Complexity. Hideo Bannai, Satoru Miyano |
| 1999 | A Graphical Method for Parameter Learning of Symbolic-Statistical Models. Yoshitaka Kameya, Nobuhisa Ueda, Taisuke Sato |
| 1999 | A Model of Children's Vocabulary Acquisition Using Inductive Logic Programming. Koichi Furukawa, Ikuo Kobayashi, Tomonobu Ozaki, Mutsumi Imai |
| 1999 | A Noise Resistant Model Inference System. Eric McCreath, Mark D. Reid |
| 1999 | Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms. Carlos Domingo, Ricard Gavaldà, Osamu Watanabe |
| 1999 | An Appropriate Abstraction for an Attribute-Oriented Induction. Yoshimitsu Kudoh, Makoto Haraguchi |
| 1999 | An Automatic Acquisition of Acoustical Units for Speech Recognition Based on Hidden Markov Network. Motoyuki Suzuki, Takafumi Hayashi, Hiroki Mori, Shozo Makino, Hirotomo Aso |
| 1999 | Approximation of Optimal Two-Dimensional Association Rules for Categorical Attributes Using Semidefinite Programming. Katsuki Fujisawa, Yukinobu Hamuro, Naoki Katoh, Takeshi Tokuyama, Katsutoshi Yada |
| 1999 | Argument-Based Agent Systems. Shinya Maeda, Yuichi Umeda, Cyunyang Guan, Hajime Sawamura |
| 1999 | Automatic Acquisition of Image Processing Procedures from Sample Sets of Classified Images Based on Requirement of Misclassification Rate. Toshihiro Hamada, Akinobu Shimizu, Toyofumi Saito, Jun-ichi Hasegawa, Jun-ichiro Toriwaki |
| 1999 | Automatic Detection of Geomagnetic Sudden Commencement Using Lifting Wavelet Filters. Shigeru Takano, Teruya Minamoto, Hiroki Arimura, Koichi Niijima, Toshihiko Iyemori, Tohru Araki |
| 1999 | Automatic Discovery of Definition Patterns Based on the MDL Principle. Masatoshi Tsuchiya, Sadao Kurohashi |
| 1999 | CAEP: Classification by Aggregating Emerging Patterns. Guozhu Dong, Xiuzhen Zhang, Limsoon Wong, Jinyan Li |
| 1999 | Characteristic Sets of Strings Common to Semi-structured Documents. Daisuke Ikeda |
| 1999 | Collaborative Hypothesis Testing Processes by Interactive Production Systems. Kazuhisa Miwa |
| 1999 | Computer Aided Discovery of User's Hidden Interest for Query Restructuring. Wataru Sunayama, Yukio Ohsawa, Masahiko Yachida |
| 1999 | Data Mining of Generalized Association Rules Using a Method of Partial-Match Retrieval. Kazunori Matsumoto, Takeo Hayase, Nobuyuki Ikeda |
| 1999 | Derivation of the Topology Structure from Massive Graph Data. Akihiro Inokuchi, Takashi Washio, Hiroshi Motoda |
| 1999 | Design and Evaluation of an Environment to Automate the Construction of Inductive Applications. Akihiro Suyama, Naoya Negishi, Takahira Yamaguchi |
| 1999 | Designing Views in HypothesisCreator: System for Assisting in Discovery. Osamu Maruyama, Tomoyuki Uchida, Kim Lan Sim, Satoru Miyano |
| 1999 | Detection of the Structure of Particle Velocity Distribution by Finite Mixture Distribution Model. Genta Ueno, Shinobu Machida, Nagatomo Nakamura, Tomoyuki Higuchi, Tohru Araki |
| 1999 | Developing a Knowledge Network of URLs. Daisuke Ikeda, Tsuyoshi Taguchi, Sachio Hirokawa |
| 1999 | Discover Risky Active Faults by Indexing an Earthquake Sequence. Yukio Ohsawa, Masahiko Yachida |
| 1999 | Discovering Poetic Allusion in Anthologies of Classical Japanese Poems. Kouichi Tamari, Mayumi Yamasaki, Takuya Kida, Masayuki Takeda, Tomoko Fukuda, Ichiro Nanri |
| 1999 | Discovering the Primary Factors of Cancer from Health and Living Habit Questionnaires. Xiaolong Zhang, Tetsuo Narita |
| 1999 | Discovery Science, Second International Conference, DS '99, Tokyo, Japan, December, 1999, Proceedings Setsuo Arikawa, Koichi Furukawa |
| 1999 | Discovery of a Set of Nominally Conditioned Polynomials. Ryohei Nakano, Kazumi Saito |
| 1999 | Expressive Probability Models in Science. Stuart Russell |
| 1999 | Extraction of Primitive Motion for Human Motion Recognition. Ryuta Osaki, Mitsuomi Shimada, Kuniaki Uehara |
| 1999 | Feature Selection Using Consistency Measure. Manoranjan Dash, Huan Liu, Hiroshi Motoda |
| 1999 | Finding Meaningful Regions Containing Given Keywords from Large Text Collections. Kunihiko Sadakane, Hiroshi Imai |
| 1999 | From Visualization to Interactive Animation of Database Records. Makoto Ohigashi, Yuzuru Tanaka |
| 1999 | Graph-Based Induction for General Graph Structured Data. Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio, Kohei Kumazawa, Naohide Arai |
| 1999 | H-Map: A Dimension Reduction Mapping for Approximate Retrieval of Multi-dimensional Data. Takeshi Shinohara, Jianping Chen, Hiroki Ishizaka |
| 1999 | Iterative Naive Bayes. João Gama |
| 1999 | Knowledge Discovery from Health Data Using Weighted Aggregation Classifiers. Toru Takae, Minoru Chikamune, Hiroki Arimura, Ayumi Shinohara, Hitoshi Inoue, Shun-ichi Takeya, Keiko Uezono, Terukazu Kawasaki |
| 1999 | Learning in Constraint Databases. Teddy Turmeaux, Christel Vrain |
| 1999 | Machine Discovery Based on the Co-occurrence of References in a Search Engine. Tsuyoshi Murata |
| 1999 | Mining Adaptation Rules from Cases in CBR Systems. Shadan Saniepour, Behrouz H. Far |
| 1999 | Mining Association Algorithm Based on ROC Convex Hull Method in Bibliographic Navigation System. Minoru Kawahara, Hiroyuki Kawano |
| 1999 | Mutagenes Discovery Using PC GUHA Software System. Premysl Zak, Jaroslava Halova |
| 1999 | Normal Form Transformation for Object Recognition Based on Support Vector Machines. Shinsuke Sugaya, Einoshin Suzuki |
| 1999 | Parallel Execution for Speeding Up Inductive Logic Programming Systems. Hayato Ohwada, Fumio Mizoguchi |
| 1999 | Regularization of Linear Regression Models in Various Metric Spaces. Vladimir V. Krepets |
| 1999 | Rule Discovery Technique Using GP with Crossover to Maintain Variety. Ayahiko Niimi, Eiichiro Tazaki |
| 1999 | Rules Extraction by Constructive Learning of Neural Networks and Hidden-Unit Clustering. Marghny H. Mohamed, Koichi Niijima |
| 1999 | Scheduled Discovery of Exception Rules. Einoshin Suzuki |
| 1999 | Schema Design for Causal Law Mining from Incomplete Database. Kazunori Matsumoto, Kazuo Hashimoto |
| 1999 | Search for New Methods for Assignment of Complex Molecular Spectra. Takehiko Tanaka, Takashi Imajo |
| 1999 | Smoothness Prior Approach to Explore the Mean Structure in Large Time Series Data. Genshiro Kitagawa, Tomoyuki Higuchi, Fumiyo N. Kondo |
| 1999 | The Melting Pot of Automated Discovery: Principles for a New Science. Jan M. Zytkow |
| 1999 | Weighted Majority Decision among Region Rules for a Categorical Dataset. Akihiro Nakaya, Shinichi Morishita |
| 1999 | Weighted Majority Decision among Several Region Rules for Scientific Discovery. Akihiro Nakaya, Hideharu Furukawa, Shinichi Morishita |